1. Introduction
A dual active bridge (DAB) DC-DC converter, shown in
Figure 1, is widely employed in modern electrical power generation and distribution systems for bidirectional power transfer between two DC sources with galvanic isolation [
1]. DAB DC-DC converters are normally applied in solid-state transformers (SSTs) for photovoltaic and wind energy systems [
2,
3,
4], on-board battery chargers in electric vehicles [
5], railway traction systems [
6,
7], electric aircraft applications [
8], and grid energy storage systems [
9,
10,
11,
12].
The transformer of the DAB DC-DC converter is a key component that has a direct impact on converter performance. The switching frequency of the DAB DC-DC converter is normally in the medium frequency range, between a few kHz [
13] to hundreds of kHz [
5]. Transformer losses depend on the operating frequency, core materials, peak flux density, and winding configurations. Core materials with high saturation flux density and low loss at higher operating frequency result in high power density. Applications of soft magnetic materials for power conversion have been thoroughly surveyed and summarized by the authors of [
14]. Silicon steels are typically used in high power applications with an operating frequency of approximately 1 kHz [
13,
15,
16], due to high peak flux density, and low material cost. Ribbon-wound amorphous cores are employed at operating frequencies below 10 kHz [
17], due to a lower core loss than silicon steels. The application of ferrite cores for DAB DC-DC converter transformers dominates frequency ranges between 5 kHz to 500 kHz [
5,
7,
8,
18,
19,
20]. However, iron-based ribbon-wound nanocrystalline cores have become competitive with ferrite cores in the frequency range of 5 kHz up to 100 kHz [
4]. Ribbon-wound nanocrystalline cores exhibit a lower specific core loss and a higher peak flux density compared to ferrite cores, leading to greater power density and efficiency. Moreover, core loss of the ferrite material varies with core temperature, due to a lower Curie temperature compared to other materials.
Several studies have focused on the design and performance evaluation of the transformer of the DAB DC-DC converter. Silicon steels and nanocrystalline materials were compared for the construction of 1-kVA 120 V/240 V transformers operating under at 1 kHz [
21], in which reported the silicon steel transformer was reported to exhibit much lower efficiency and power density than the nanocrystalline core. Nonetheless, the advantage of the nanocrystalline materials over the silicon steels cannot be justified in this work, since the silicon steel transformer was tested under a reduced power rating. P. Huang [
22] reported on the design and construction of a 1.5-kV, 35-kW, 1-kHz transformer for a DAB DC-DC converter using a 0.18-mm thick silicon steel, which was compared with an amorphous transformer with a similar rating. It was found that the silicon steel transformer exhibited a considerably greater no-load loss (i.e., greater core loss) with a slightly higher power density than the amorphous transformer. Note that the on-load test of the transformers was conducted by the authors of [
22] with a full bridge rectifier at the secondary winding, rather than an active bridge. Researchers from Gazi University, Turkey, compared N87 MnZn ferrite material from TDK Electronics AG with a cut ribbon wound nanocrystalline core for a 35-kVA 10-kHz transformer under a square wave voltage excitation [
18]. The finite element analysis (FEA) results indicate that the nanocrystalline transformer has a lower total loss and better power density than the ferrite transformer. A prototype of the nanocrystalline transformer was constructed [
23], with the total experimental loss found to tend to be greater than that obtained from the FEA. The total experimental loss was found to be 120 W under a resistive load of 6 kW, whereas the total loss from the FEA was calculated at 155 W under a resistive load of 35 kW.
Three configurations (toroidal, C cores with the core type winding, and C cores with shell type winding) of 1750-VA 5-kHz transformers were constructed from Vitroperm500F nanocrystalline cores [
24]. The toroidal configuration exhibited the highest efficiency at 98.5% and the highest magnetizing inductance, whereas the core type structure had the lowest efficiency at 96%. The core type transformer has the highest leakage inductance, which is suitable for the DAB DC-DC converter application. A multi-objective design method for 10-kVA 20-kHz transformers for LLC DC-DC resonant converters and DAB DC-DC converters using a genetic algorithm was presented [
19]. The two transformers were constructed on E100/60/28 cores of the 3C90 MnZn ferrite material. The calculated efficiency for the DAB DC-DC converter transformer was claimed at 99.31% and 99.43% for the LLC DC-DC converter transformer. However, no experimental efficiency was reported.
The improved generalized Steinmetz equation (iGSE) was applied in an optimized design methodology of a 1-MW 3 kV/6 kV 5-kHz transformer with thermal and dielectric, and thermal considerations [
25]. The optimized result suggests that using the Vitroperm500F nanocrystalline material in the transformer core exhibited better efficiency and power density than using the 3C95 MnZn ferrite. The proposed design methodology was validated with a down-scaled prototype using the 3C95 ferrite material, which was tested under open-circuit and short-circuit measurements for efficiency evaluation. M. Mogorovic and D. Dujic [
26] presented a design methodology for a 100-kW 10-kHz transformer for a medium voltage LLC DC-DC resonant converter. The prototype transformer, constructed with N87 SIFERRIT ferrite U-cores was evaluated to have an efficiency above 99.3% at the rated condition. Other aspects of MF transformer design are leakage inductance modeling, local electric field distribution inside the transformer [
27], and inductor-integrated MF transformer design [
20].
As mentioned above, no studies have compared experimental performance with different core materials under the same operating conditions in a DAB DC-DC converter. Moreover, the prototype transformers in the literature were mostly tested or evaluated at the rated condition. In some applications, for example, the battery application [
10], one of the DC voltage sides of the DAB DC-DC converter is not constant. The battery voltage varies with the state of charge, which directly impacts the operating performance of the MF transformer, i.e., flux density and core losses.
In this work, we report our investigation through a performance comparison of DAB DC-DC converter transformers constructed from an MnZn ferrite core and ribbon-wound nanocrystalline cores. Three prototype transformers were tested with a 1.1-kW 20-kHz DAB DC-DC converter. The test conditions were performed under different peak flux densities, which are suitable for battery applications.
2. DAB DC-DC Converter in This Study
Figure 2 depicts the DAB converter in this study which can be used to integrate a lithium-ion battery with a single-phase AC grid. The DAB DC-DC converter is operated at a switching frequency of 20 kHz. The low voltage (LV) bridge is connected to a DC power supply to emulate a battery pack in discharging mode where the battery voltage
varies in the range of 42–54 V with the nominal voltage
= 48 V. This topology is suitable for testing the prototype transformers, since the core flux density varies with the battery voltage and the primary voltage waveform. The DC side of the high voltage (HV) bridge is connected to the DC bus of the voltage source converter (VSC) connected to a 220-V, 50-Hz single-phase grid through an LCL filter. The DC bus voltage
of the VSC is regulated at 400 V. An auxiliary inductor
, to limit the transferred power, is placed on the HV side for ease of construction, due to a smaller current. The transformer turn ratio is set at
where
and
are the turn number of the primary and secondary windings. Thus, the voltage conversion ratio
is given by
Figure 3a illustrates the key waveforms of the DAB DC-DC converter with the single-phase shift (SPS) modulation strategy [
28], where the flux density waveform is triangular. Under this SPS modulation, the voltage conversion ratio
should be maintained close to unity to satisfy the zero-voltage switching (ZVS) condition for efficient power transfer. The extended phase shift (EPS) modulation is applied at a higher battery voltage level where the primary voltage is modulated with the duty ratio
, as shown in
Figure 3b. This EPS modulation was reported to enhance the ZVS range and reduce the current stress in the transformer windings, in addition to transformer losses [
28]. The flux density waveform under this EPS modulation is trapezoidal, as illustrated in
Figure 3b, which affects the transformer core loss. Referring to the LV side of the transformer, the transferred power is given by,
where
is the switching angular frequency, and
is the total leakage inductor with the auxiliary inductor [
28]. The RMS current
of the primary winding is necessary information for the design of the transformer [
28], which is expressed as,
Neglecting voltage drops across the MOSFETs, the peak flux density in the transformer core is approximately proportional to the battery voltage
where
is the cross-sectional area of the transformer core.
Table 1 summarizes the parameters of the DAB DC-DC converter in this study.
3. Design and Construction of the MF Transformers
N87 MnZn ferrite material from EPCOS [
29] and two nanocrystalline materials from MK magnetics [
30], with 17-µm thick ribbons, and King Magnetics [
31], with 20-µm thick ribbons were selected in this study for the construction of three prototype transformers, due to their commercial availability.
Table 2 compares the key parameters of the N87 ferrite with the two nanocrystalline materials. Loss densities of the selected materials were reproduced from the manufactures’ data using the GSE.
Figure 4a shows that the two nanocrystalline materials have loss densities lower than that of the N87 ferrite material at
fs = 20 kHz. However, the N87 ferrite material exhibits a smaller loss density at
= 0.30 T for the frequency above 200 kHz, as illustrated in
Figure 4b. The King magnetics nanocrystalline material has a lower loss density than the MK magnetics for
< 0.7 T and
fs < 60 kHz. However, the eddy current loss, due to the thicker ribbon of the King magnetics nanocrystalline material, causes the loss density to be greater than that of the MK magnetics nanocrystalline material at a higher peak flux density and magnetizing frequency.
A well-established analytical method [
32] was selected to design the MF transformers. This method optimizes the core size and peak flux density constrained by the total allowable loss. The core loss is given by the generalized Steinmetz equation and the copper loss. All the parameters in this design methodology are referenced to the primary winding. Thus, the copper loss is calculated from the total RMS current referenced to the primary winding,
which is given by,
where
is the RMS secondary current. Neglecting the magnetizing current,
. Thus,
calculated from (4) was used in the design. The output of this design yields an optimal core size and an optimal peak flux density. From there, a transformer core was selected as close as possible to the optimal core.
Each MF transformer was designed at the nominal battery voltage of 48 V with
m = 1.0. The maximum allowable power loss at the nominal battery voltage of 48 V was set to 10 W, which is 0.91% of the rated power. The maximum peak flux density at the battery maximum voltage of 54 V with the duty ratio
m = 1.0 was constrained to be lower than 50% of the saturation flux density, as presented in
Table 2.
Table 3 summarizes the parameters of the three prototype transformers, denoted as transformers A, B, and C. Core loss, copper loss, and total loss of each transformer were estimated during the design stage.
Figure 5 depicts core geometry, winding configurations, and photographs of the three transformers. Litz wires assembled from AWG36 and AWG40 conductors were used in the windings to minimize losses, due to as the skin effect and the proximity effect. The primary magnetizing inductance
and the total leakage inductance referred to the secondary winding
were determined using an LCR meter at 2 V 20 kHz. Nanocrystalline transformer C has the greatest magnetizing inductance
, due to its highest initial permeability, as given in
Table 2. However, nanocrystalline transformer B has the lowest magnetizing inductance
despite its high initial permeability. This is believed to be due to the presence of air gaps and core deterioration during the cutting process.
4. Core Loss Evaluation
Core loss measurement in the MF range is challenging. The calorimetric concept is regarded as the most accurate method [
33], but this method is time-consuming and requires a special test chamber. Moreover, the measured loss is not only the core loss, but also the copper loss and other losses in the chamber. Furthermore, the calorimetric method is not suitable for temperature-dependent materials, such as ferrite. The Watt-meter method is more convenient and is widely used for loss measurement of inductors and transformers in power converters [
34]. With this method, core loss is calculated from measurements of the magnetizing current in the primary winding and the induced voltage in the secondary winding. Measurement accuracy is difficult to evaluate and was frequently not supplied in the existing literature [
34,
35,
36].
A 1-MHz Yokogawa WT3000E power meter [
37] was selected to measure core losses of the prototype transformers.
Figure 6 depicts the open-circuit test to determine core losses
. This setup is essentially identical to the Watt-meter method with guaranteed measurement accuracy. The primary winding of each transformer was excited by the LV bridge with the peak voltage
in the primary winding approximately equal to the battery voltage
, which was in the range of 42 V to 54 V and the duty ratio of 0.7 ≤
m ≤ 1.0. The primary current is fed to an internal shunt resistor of the power meter, and the secondary voltage is used as the measured voltage. The measured power
is
The core loss is then determined from
The power measurement accuracy for the WT3000E power meter is stated at ±(0.3% of reading + 0.2% of range) in the frequency between 10–50 kHz for the sinusoidal input waveforms [
37]. The measurement range for
was selected at 600 V, whereas the measurement range for
varied between 1 A and 5 A. The power measurement range was between 600 W to 3000 W. According to the readings of
, the core loss measurement accuracy was approximated between ±(3–8)% for ferrite transformer A, ±(20–40)% for nanocrystalline transformer B, and ±(15–20)% for nanocrystalline transformer C. The estimated accuracy depended on the indicated values and the measurement ranges. The best measurement accuracy of each transformer occurred at the highest indicated value. The poorest power measurement accuracy for transformer B was caused by using the 5-A measurement range, due to its high magnetizing current. The approximated accuracies were poorer than the calculated values to account for the non-sinusoidal waveforms. Although the loss measurement accuracy is considerably poor, averaging of several measurement numbers gives a reasonable tendency of the loss in each material [
38]. This measurement setup should be compared with the calorimetric method for accuracy evaluation. However, this work provides a reasonable comparison of the three transformer materials under the same setup.
The induced voltage
in the secondary winding was measured by a 100-MHz differential probe, and the magnetizing current
(t) was measured by a 50-MHz HIOKI 3273-50 current probe. Experimental signals were recorded in a 70-MHz oscilloscope (ISO-TECH IDS1074B) with 1000 data points per cycle. The instantaneous flux density
and magnetic field
can be calculated as follows,
The measured core losses were compared with the improved generalized Steinmetz equation (iGSE) [
39], which is considered to be accurate for the non-sinusoidal flux density waveforms, shown in
Figure 3. The core material parameters
,
and
in
Table 2 are adopted in the iGSE loss modeling, which is written as,
where,
Figure 7 compares the measured core loss
of ferrite transformer A and nanocrystalline transformers B and C with the predicted values using the GSE and iGSE models. Each indicated value is the average of 10 readings, and each reading was from the average of 256 switching cycles. The indicated peak flux density
of each transformer was calculated from the peak voltage
using (5). The peak voltage
was in the range of 42–54 V with a voltage step of 2 V.
Figure 8 compares the B-H curves of the three transformer cores at
= 54 V and
m = 1.0. Large oscillation in the B-H curve of nanocrystalline transformer C is believed to be due to parasitic capacitance caused by large space between turns in the primary winding as illustrated in
Figure 5c, in addition to parasitic capacitance in the measuring probes. Moreover, transformer C has the largest magnetizing inductance and leakage inductance, as shown in
Table 3, which caused resonance at a lower frequency compared with transformers A and B. The parasitic capacitance can be minimized using a multi-section winding configuration [
40] or separating the primary and secondary windings on opposite sides of the toroidal core [
41].
The measured core losses and the predicted core losses from the iGSE model of the three transformers indicate that the duty ratio
m has a direct impact on the core loss at the same peak flux density. A square wave excitation
m = 1.0 resulting in a triangular flux density waveform in the core has a core loss lower than that under a quasi-square wave
m < 1 with a higher peak voltage
where the flux density waveform is trapezoidal. This is because the triangular flux density has a fundamental flux density component smaller than that with the trapezoidal flux density waveform [
42].
The measured core loss of the ferrite transformer core is greater than those of the other two nanocrystalline transformer cores B and C. This is confirmed by the widest hysteresis loop, as shown in
Figure 8. The measured core loss of ferrite transformer A is approximately three times greater than the predicted values. This is believed to be due to the temperature-dependent characteristic of the N87 ferrite. The core material parameters
,
and
of the N87 ferrite were derived from the typical core loss values of the R34 toroids at 100 °C [
29]. The measurements were taken in a 25 °C air-conditioned room where the core temperature was approximately 30 °C. According to the manufacturer’s data, the core loss of the N87 ferrite at 30 °C is approximately 60% greater than at 100 °C. Moreover, the segregated core structure of transformer A is expected to contribute greater loss than that of the lump configuration of the R34 toroid.
Nanocrystalline transformer C has the lowest core loss, partly due to its smaller cross-sectional area
. Another explanation is believed to be due to the toroidal core configuration, which did not deteriorate during the manufacturing process. This can be observed from the highest slope in the
B-H curves in
Figure 8. Nanocrystalline transformer B has the lowest slope in the
B-H curve— even lower than that of ferrite transformer A, which contradicts the permeability values indicated in
Table 3. This is considered to be largely due to the presence of gaps between the cores. The measured core loss of nanocrystalline transformer B is approximately 70% greater than the predicted value at the lowest peak flux density
= 42 V,
m = 0.7, and the difference is smaller with higher flux densities, down to approximately 45% at the highest peak flux density
= 54 V,
m = 1.0. Meanwhile, the measured core loss of nanocrystalline transformer C is slightly smaller than the predicted values, where the loss error difference is between −0.1 W to −0.8 W.
Eddy current created by short circuits between the ribbons is considered a major cause of the excess core loss and the low permeability of nanocrystalline transformer B. A cut surface of an MK magnetics SC2043M1 nanocrystalline C-core used in transformer B cores was examined by an optical microscope with a magnification of 100X, as shown in
Figure 9. It is evident that there are possible short circuit paths for the eddy current circulating between the adjacent ribbons. The surface short circuits could be due to an oxidation reaction of iron on the cut surface during the core manufacturing process or the transformer construction process [
36,
42]. Removal of the surface short circuits by etching with a 40% ferric chloride (FeCl3) solution can reduce such excessive core loss [
36], although this could be impractical for commercial production.
5. Operating Performance of the MF Transformers with the DAB DC-DC Converter
An auxiliary inductor was added to the secondary winding to form the required total leakage inductance close to 808 µH, as given in
Table 1. This allowed the required maximum power to be limited. In high power applications, the required leakage inductance is small, where the design of the MF transformer with integrated leakage inductance is possible [
20,
25,
26]. A 786-µH inductor wound on ETD49 N87 ferrite cores was connected to ferrite transformer A. Another 765-µH inductor wound on a pair of MK magnetics SC2043M1 C-cores was selected for the nanocrystalline transforms B and C. The phase shift
was set at 15°, 30°, 45°, and 60°, while the battery voltage
was adjusted so that the peak voltage
was maintained at the minimum 42 V, nominal 48 V and maximum 54 V values of the battery voltage. At
= 48 V and
= 54 V, the duty ratio
m was adjusted between 0.7 to 1.0. The primary and secondary side powers
and
were obtained from the 1-MHz Yokogawa WT3000E power meter with the connection diagram depicted in
Figure 10. Total power loss
and efficiency
are determined as follows
The measured powers
and
occupied approximately 6% to 35% of the power measurement range. The measurement accuracies of
and
(
and
) were approximated between ±(2–5)%, which were better than of
in
Section 3. Again, the approximated accuracies of
and
were conservative considering the non-sinusoidal waveforms. The accuracy of the efficiency
can be then determined by the authors of [
38],
Thus, the accuracy of the efficiency was approximated to be between ±(3–8)% of the calculated values. Each reported value is the average of 10 readings, and each reading was from the average of 256 switching cycles.
Figure 11 compares the operating waveforms of the transformers A-C with the DAB DC-DC converter at the nominal battery voltage
= 48 V,
m = 1.0, and at the highest battery voltage
= 54 V,
m = 0.8 with corresponding peak flux densities indicated in the figure. Oscillations in the primary voltage are believed due to resonance caused by parasitic inductance and capacitance of the LV bridge and the transformers. Minor current spikes appear in the primary current of ferrite transformer A at 48 V,
m = 1.0 as circled in
Figure 11a, and the spikes disappear for a smaller peak flux density at 54 V,
m = 0.8. Large current spikes in the primary current of nanocrystalline transformer C are found both at 48 V,
m = 1.0 and 54 V,
m = 0.8, as circled in
Figure 11c. These phenomena are caused by asymmetry in the output voltage of the LV bridge, due to a mismatch in device parameters which pushes the transformer cores close to saturation [
36], which can be observed from the asymmetry in the
B-H of nanocrystalline transformer C in
Figure 8. Nanocrystalline transformer C has a safety margin of
= 0.82 T at 48 V,
m = 1.0—much larger than that of ferrite transformer A of
= 0.20 T. However, large permeability in nanocrystalline transformer C, due to its material properties and the uncut core structure, drives the flux density interval close to saturation easily. Nanocrystalline transformer B has the largest safety margin
= 0.98 T at 48 V,
m = 1.0. Moreover, it has the lowest permeability, as observed from the
B-H curve in
Figure 8, due to the cut-core structure, which together prevents saturation in the core.
Transformer core saturation can be passively prevented by adding air gaps [
43] or adding a DC-blocking capacitor in series with the primary winding of the transformer [
44]. The volt-second imbalance can be actively compensated with a duty offset obtained from auxiliary magnetic cores [
45], extra flux density sensors [
46], or measurements of the transformer current slopes near the saturation boundaries [
47]. The uncut toroidal structure has limited choices for the prevention of saturation in the core.
Figure 12,
Figure 13 and
Figure 14 depict measurement results of the output power
, power loss
, total RMS current
and efficiency
of ferrite transformer A and nanocrystalline transformers B and C at
= 42, 48, and 54 V with the SPS modulation
m = 1.0. At the nominal operating condition
= 48 V, nanocrystalline transformer C exhibits the best performance with the highest power output of 1171 W, while 1132 W for nanocrystalline transformer B and 1054 W ferrite transformer A. It can be observed that the highest efficiency of each curve of the three transformers occurs when the total loss
approximately doubles the core loss
obtained from the measurement results in
Section 4. Note that the N87 ferrite decreases approximately in linear with the core temperature from 25 °C to 95 °C [
29]. Thus, the core loss
of ferrite transformer A with the DAB DC-DC converter is scaled to 70% of the measured core loss, due to the elevated temperature in the core dissipated from the winding. The efficiency ranges of the transformers cover 97.6–98.5% for ferrite transformer A, 98.4–99.0% for nanocrystalline transformer B, and 98.5–99.1% for nanocrystalline transformer C. Copper loss
dominates in nanocrystalline transformer C, since the peak efficiency occurs at the light load
= 15°. This is due to the extra length of the primary winding, which distributes around the core, as illustrated in
Figure 5c.
Figure 15,
Figure 16 and
Figure 17 show the output power
, and power loss
of ferrite transformer A and nanocrystalline transformers B and C under the EPS modulation at
= 48 and 54 V with
m = 0.7 to 1.0. The core loss
of each operating condition is also given in the figures. The indicated core loss
of the ferrite transformer is scaled to 70% of the measured core loss, due to the temperature-dependence. Core loss
and the RMS current [
28] decreases with the duty ratio m, which consequently raises the efficiency for all the transformers. It can be observed from the three transformers that the output power
at
m = 0.9 curves are slightly lower than
at
m = 1.0, as given in (3). The core loss
reduction at from
m = 1.0 to
m = 0.9 is more pronounced than adjusting the duty ratio m at a lower value which can be observed from
Figure 10. For control simplicity and enhanced efficiency, the DAB DC-DC converter can, therefore, be operated with the SPS modulation with a fixed duty ratio
m = 0.9 in the primary voltage
.
Figure 18 shows the thermal images of the MF transformers after being operated at the nominal power for one hour. The hottest section occurs at the winding of each transformer. Ferrite transformer A is hotter than the two nanocrystalline transformers, which agrees with the predicted loss in
Table 3.
Table 4 summarizes the test results of the three MF transformers. The calculated power density of each transformer includes the winding geometry. Although the toroidal nanocrystalline transformer C exhibits the highest power density and efficiency, its geometry makes it difficult to construct the windings, and a small parameter mismatch in the DAB DC-DC converter could lead to saturation in the core with limited prevention schemes. The C-core nanocrystalline transformer B is a good choice considering its power density, efficiency, winding manufacturing, and saturation management.
Figure 4 indicates that the nanocrystalline material for transformer B can potentially operate at frequencies up to 100 kHz with core loss lower than the N87 ferrite, while the nanocrystalline material for transformer C is optimized for operating at 20 kHz [
31]. Ferrite is the best candidate for frequencies above 100 kHz.
The test results of the prototype transformers with the DAB DC-DC converter are comparable with the literature. The authors of [
19] calculated that an E100 3C90 ferrite transformer for a 400-V 20-kHz DAB DC-DC converter has an efficiency of 99.31% with a power density of 13 W/cm
3. A Vitroperm500F transformer for a 120 V/240 V 5-kHz DAB DC-DC converter was tested at a partial load with an efficiency of 99.41% and power density of 15 W/cm
3 [
48]. However, it cannot be directly justified due to different operating conditions.
The total core cost used in this study is also summarized in
Table 4. The E65 N87 ferrite cores for transformer A and the King Magnetics KMN503220T nanocrystalline cores for transformer C are manufactured in bulk and are commercially available at a low unit cost. Meanwhile, a small number of MK magnetics SC2043M1 nanocrystalline C-cores were ordered for this study only. The MK magnetics SC2043M1 nanocrystalline C-cores would be competitive if manufactured in bulk.